Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian
Mixtures

Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures

9 June 2014

Aarti Singh

Larry A. Wasserman

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Papers citing "Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures"

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Title
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning Tengyao Wang Yan Sun M. Gataric R. Samworth 63 1 0 18 Apr 2023
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap Luca Pesce Bruno Loureiro Florent Krzakala Lenka Zdeborová 107 1 0 26 May 2022
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 165 21 0 21 Jul 2021
Effective Learning of a GMRF Mixture Model Shahaf E. Finder Eran Treister Oren Freifeld 56 5 0 18 May 2020
Reducibility and Statistical-Computational Gaps from Secret Leakage Matthew Brennan Guy Bresler 99 91 0 16 May 2020
Efficient Clustering for Stretched Mixtures: Landscape and Optimality Kaizheng Wang Yuling Yan Mateo Díaz 43 13 0 22 Mar 2020
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval Jianqing Fan Han Liu Zhaoran Wang Zhuoran Yang 125 22 0 21 Aug 2018
Model-based Clustering with Sparse Covariance Matrices Michael Fop T. B. Murphy Luca Scrucca 85 39 0 21 Nov 2017
Adaptive Clustering through Semidefinite Programming Martin Royer 114 30 0 18 May 2017
Detection and Feature Selection in Sparse Mixture Models Nicolas Verzélen E. Arias-Castro 182 42 0 07 May 2014